Dataset info
| Number of variables | 48 |
|---|---|
| Number of observations | 161 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 60.5 KiB |
| Average record size in memory | 384.8 B |
Variables types
| Numeric | 22 |
|---|---|
| Categorical | 20 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 4 |
| Unsupported | 0 |
Warnings
l_passtdpg18 has constant value "0" | Rejected |
l_points2 has 27 (16.8%) zeros | Zeros |
l_points3 has 29 (18.0%) zeros | Zeros |
l_points4 has 37 (23.0%) zeros | Zeros |
l_points5 has 37 (23.0%) zeros | Zeros |
l_points6 has 39 (24.2%) zeros | Zeros |
l_points7 has 37 (23.0%) zeros | Zeros |
l_points8 has 34 (21.1%) zeros | Zeros |
l_points9 has 34 (21.1%) zeros | Zeros |
l_ppr18 has 2 (1.2%) zeros | Zeros |
l_rec1stpg18 has 8 (5.0%) zeros | Zeros |
l_receptspg18 is highly correlated with l_rec1stpg18 (ρ = 0.9021787518) | Rejected |
l_rectdpg18 has 46 (28.6%) zeros | Zeros |
l_recydspg18 is highly correlated with l_rec1stpg18 (ρ = 0.951148691) | Rejected |
l_rush1stpg18 has 60 (37.3%) zeros | Zeros |
l_rushtdpg18 has 82 (50.9%) zeros | Zeros |
l_rushydpg18 is highly correlated with l_rush1stpg18 (ρ = 0.9712096427) | Rejected |
l_touchdown18 has 30 (18.6%) zeros | Zeros |
bad_opp
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 6.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.857142857 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.791846613 |
|---|---|
| Coef of variation | 0.3689095969 |
| Kurtosis | -0.07053018972 |
| Mean | 4.857142857 |
| MAD | 1.444543035 |
| Skewness | 0.1976021032 |
| Sum | 782 |
| Variance | 3.210714286 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 1. 2.5 7.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 33 | 20.5% | |
| 6 | 32 | 19.9% | |
| 4 | 27 | 16.8% | |
| 3 | 26 | 16.1% | |
| 7 | 19 | 11.8% | |
| 2 | 14 | 8.7% | |
| 8 | 5 | 3.1% | |
| 10 | 2 | 1.2% | |
| 9 | 2 | 1.2% | |
| 0 | 1 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.6% | |
| 2 | 14 | 8.7% | |
| 3 | 26 | 16.1% | |
| 4 | 27 | 16.8% | |
| 5 | 33 | 20.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 2 | 1.2% | |
| 9 | 2 | 1.2% | |
| 8 | 5 | 3.1% | |
| 7 | 19 | 11.8% | |
| 6 | 32 | 19.9% |
df_index
Numeric
| Distinct count | 161 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 98.2484472 |
|---|---|
| Minimum | 0 |
| Maximum | 208 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 45 |
| Median | 97 |
| Q3 | 149 |
| 95-th percentile | 196 |
| Maximum | 208 |
| Range | 208 |
| Interquartile range | 104 |
Descriptive statistics
| Standard deviation | 60.79751548 |
|---|---|
| Coef of variation | 0.6188140088 |
| Kurtosis | -1.195960648 |
| Mean | 98.2484472 |
| MAD | 52.50152386 |
| Skewness | 0.09645743065 |
| Sum | 15818 |
| Variance | 3696.337888 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 208.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 208 | 1 | 0.6% | |
| 96 | 1 | 0.6% | |
| 66 | 1 | 0.6% | |
| 65 | 1 | 0.6% | |
| 64 | 1 | 0.6% | |
| 63 | 1 | 0.6% | |
| 62 | 1 | 0.6% | |
| 61 | 1 | 0.6% | |
| 59 | 1 | 0.6% | |
| 58 | 1 | 0.6% | |
| Other values (151) | 151 | 93.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.6% | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 5 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 208 | 1 | 0.6% | |
| 207 | 1 | 0.6% | |
| 206 | 1 | 0.6% | |
| 205 | 1 | 0.6% | |
| 202 | 1 | 0.6% |
good_opp
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.888198758 |
|---|---|
| Minimum | 2 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.37383491 |
|---|---|
| Coef of variation | 0.2810513603 |
| Kurtosis | -0.07794349669 |
| Mean | 4.888198758 |
| MAD | 1.044404151 |
| Skewness | -0.2062036262 |
| Sum | 787 |
| Variance | 1.88742236 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[2. 4.5 6.5 8. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 55 | 34.2% | |
| 6 | 39 | 24.2% | |
| 4 | 26 | 16.1% | |
| 3 | 17 | 10.6% | |
| 2 | 10 | 6.2% | |
| 7 | 9 | 5.6% | |
| 8 | 5 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 10 | 6.2% | |
| 3 | 17 | 10.6% | |
| 4 | 26 | 16.1% | |
| 5 | 55 | 34.2% | |
| 6 | 39 | 24.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 5 | 3.1% | |
| 7 | 9 | 5.6% | |
| 6 | 39 | 24.2% | |
| 5 | 55 | 34.2% | |
| 4 | 26 | 16.1% |
l_name
Categorical, Unique
| First 5 values |
|---|
| A.J. Brown |
| Aaron Jones |
| Adam Thielen |
| Alex Armah |
| Alex Erickson |
| Last 5 values |
|---|
| Vernon Davis |
| Wayne Gallman Jr. |
| Will Fuller V |
| Willie Snead IV |
| Zach Ertz |
First 5 values
| Value | Count | Frequency (%) | |
| A.J. Brown | 1 | 0.6% | |
| Aaron Jones | 1 | 0.6% | |
| Adam Thielen | 1 | 0.6% | |
| Alex Armah | 1 | 0.6% | |
| Alex Erickson | 1 | 0.6% |
Last 5 values
| Value | Count | Frequency (%) | |
| Zach Ertz | 1 | 0.6% | |
| Willie Snead IV | 1 | 0.6% | |
| Will Fuller V | 1 | 0.6% | |
| Wayne Gallman Jr. | 1 | 0.6% | |
| Vernon Davis | 1 | 0.6% |
l_passintpg18
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.001027749229 | |
| 0.1428571429 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 105 | 65.2% | |
| 0.001027749229 | 55 | 34.2% | |
| 0.1428571429 | 1 | 0.6% |
| Max length | 19 |
|---|---|
| Mean length | 6.857142857 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
l_passtdpg18
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
l_passydpg18
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.01558752998 |
| Value | Count | Frequency (%) | |
| 0 | 106 | 65.8% | |
| 0.01558752998 | 55 | 34.2% |
l_points1
Numeric
| Distinct count | 136 |
|---|---|
| Unique (%) | 84.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.08378882 |
|---|---|
| Minimum | 3 |
| Maximum | 45.2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.47 |
| Q1 | 6 |
| Median | 11 |
| Q3 | 17.13 |
| 95-th percentile | 31.4 |
| Maximum | 45.2 |
| Range | 42.2 |
| Interquartile range | 11.13 |
Descriptive statistics
| Standard deviation | 9.06457962 |
|---|---|
| Coef of variation | 0.6928099914 |
| Kurtosis | 1.032226688 |
| Mean | 13.08378882 |
| MAD | 7.108943328 |
| Skewness | 1.199865206 |
| Sum | 2106.49 |
| Variance | 82.16660368 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 3. 7.265 18.44 45.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7.13 | 5 | 3.1% | |
| 4.67 | 3 | 1.9% | |
| 3.47 | 3 | 1.9% | |
| 3.33 | 2 | 1.2% | |
| 8.1 | 2 | 1.2% | |
| 14.73 | 2 | 1.2% | |
| 7 | 2 | 1.2% | |
| 3.07 | 2 | 1.2% | |
| 5.07 | 2 | 1.2% | |
| 3.9 | 2 | 1.2% | |
| Other values (126) | 136 | 84.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.6% | |
| 3.07 | 2 | 1.2% | |
| 3.13 | 1 | 0.6% | |
| 3.33 | 2 | 1.2% | |
| 3.47 | 3 | 1.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 45.2 | 1 | 0.6% | |
| 40.27 | 1 | 0.6% | |
| 39.53 | 1 | 0.6% | |
| 37.4 | 1 | 0.6% | |
| 34.73 | 1 | 0.6% |
l_points2
Numeric
| Distinct count | 118 |
|---|---|
| Unique (%) | 73.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.17329193 |
|---|---|
| Minimum | 0 |
| Maximum | 32.53 |
| Zeros (%) | 16.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.87 |
| Median | 8.6 |
| Q3 | 16.37 |
| 95-th percentile | 28.87 |
| Maximum | 32.53 |
| Range | 32.53 |
| Interquartile range | 13.5 |
Descriptive statistics
| Standard deviation | 8.777617542 |
|---|---|
| Coef of variation | 0.8628099544 |
| Kurtosis | -0.320274629 |
| Mean | 10.17329193 |
| MAD | 7.244881756 |
| Skewness | 0.7069845592 |
| Sum | 1637.9 |
| Variance | 77.04656972 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.435 17.9 32.53 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 27 | 16.8% | |
| 1.1 | 3 | 1.9% | |
| 8 | 2 | 1.2% | |
| 11.2 | 2 | 1.2% | |
| 12.9 | 2 | 1.2% | |
| 15.6 | 2 | 1.2% | |
| 17.67 | 2 | 1.2% | |
| 1.2 | 2 | 1.2% | |
| 3.23 | 2 | 1.2% | |
| 2.93 | 2 | 1.2% | |
| Other values (108) | 115 | 71.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 27 | 16.8% | |
| 0.87 | 1 | 0.6% | |
| 0.9 | 1 | 0.6% | |
| 1.1 | 3 | 1.9% | |
| 1.2 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32.53 | 1 | 0.6% | |
| 32.07 | 1 | 0.6% | |
| 30.87 | 1 | 0.6% | |
| 30.83 | 1 | 0.6% | |
| 30.8 | 1 | 0.6% |
l_points3
Numeric
| Distinct count | 119 |
|---|---|
| Unique (%) | 73.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.49875776 |
|---|---|
| Minimum | 0 |
| Maximum | 51.67 |
| Zeros (%) | 18.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.1 |
| Median | 8.47 |
| Q3 | 14.93 |
| 95-th percentile | 31.53 |
| Maximum | 51.67 |
| Range | 51.67 |
| Interquartile range | 12.83 |
Descriptive statistics
| Standard deviation | 10.64800532 |
|---|---|
| Coef of variation | 1.014215734 |
| Kurtosis | 1.694719338 |
| Mean | 10.49875776 |
| MAD | 8.219263917 |
| Skewness | 1.340749281 |
| Sum | 1690.3 |
| Variance | 113.3800172 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 13.665 27.165 51.67 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 29 | 18.0% | |
| 5 | 3 | 1.9% | |
| 12.8 | 2 | 1.2% | |
| 2.4 | 2 | 1.2% | |
| 2.67 | 2 | 1.2% | |
| 4.67 | 2 | 1.2% | |
| 3.67 | 2 | 1.2% | |
| 12.53 | 2 | 1.2% | |
| 8.47 | 2 | 1.2% | |
| 1.33 | 2 | 1.2% | |
| Other values (109) | 113 | 70.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 29 | 18.0% | |
| 0.2 | 1 | 0.6% | |
| 0.6 | 1 | 0.6% | |
| 1.07 | 1 | 0.6% | |
| 1.2 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 51.67 | 1 | 0.6% | |
| 43.17 | 1 | 0.6% | |
| 42.03 | 1 | 0.6% | |
| 40.7 | 1 | 0.6% | |
| 39.73 | 1 | 0.6% |
l_points4
Numeric
| Distinct count | 111 |
|---|---|
| Unique (%) | 68.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.486836735 |
|---|---|
| Minimum | 0 |
| Maximum | 51.47 |
| Zeros (%) | 23.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.33 |
| Median | 7.2 |
| Q3 | 15.2 |
| 95-th percentile | 30.13 |
| Maximum | 51.47 |
| Range | 51.47 |
| Interquartile range | 13.87 |
Descriptive statistics
| Standard deviation | 9.615882182 |
|---|---|
| Coef of variation | 1.013602579 |
| Kurtosis | 2.34976021 |
| Mean | 9.486836735 |
| MAD | 7.422702497 |
| Skewness | 1.393555719 |
| Sum | 1527.380714 |
| Variance | 92.46519013 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.2 18.3 37.415 51.47 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 7.2 | 3 | 1.9% | |
| 13.07 | 3 | 1.9% | |
| 15.8 | 3 | 1.9% | |
| 16.07 | 2 | 1.2% | |
| 4.8 | 2 | 1.2% | |
| 12.33 | 2 | 1.2% | |
| 11.2 | 2 | 1.2% | |
| 4.33 | 2 | 1.2% | |
| 4.4 | 2 | 1.2% | |
| Other values (101) | 103 | 64.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 0.4 | 1 | 0.6% | |
| 1 | 1 | 0.6% | |
| 1.3 | 1 | 0.6% | |
| 1.33 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 51.47 | 1 | 0.6% | |
| 38.7 | 1 | 0.6% | |
| 36.13 | 1 | 0.6% | |
| 35.83 | 1 | 0.6% | |
| 33.93 | 1 | 0.6% |
l_points5
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | 69.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.794968944 |
|---|---|
| Minimum | 0 |
| Maximum | 59.47 |
| Zeros (%) | 23.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2 |
| Median | 6.87 |
| Q3 | 14.17 |
| 95-th percentile | 30.8 |
| Maximum | 59.47 |
| Range | 59.47 |
| Interquartile range | 12.97 |
Descriptive statistics
| Standard deviation | 11.18671023 |
|---|---|
| Coef of variation | 1.14208736 |
| Kurtosis | 3.536976871 |
| Mean | 9.794968944 |
| MAD | 8.325458701 |
| Skewness | 1.728907821 |
| Sum | 1576.99 |
| Variance | 125.1424857 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.4 10.45 31.865 59.47 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 1.4 | 3 | 1.9% | |
| 14.73 | 2 | 1.2% | |
| 2.93 | 2 | 1.2% | |
| 4.2 | 2 | 1.2% | |
| 7.8 | 2 | 1.2% | |
| 2.67 | 2 | 1.2% | |
| 20.13 | 2 | 1.2% | |
| 2.6 | 2 | 1.2% | |
| 1.2 | 2 | 1.2% | |
| Other values (102) | 105 | 65.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 0.8 | 1 | 0.6% | |
| 1.13 | 1 | 0.6% | |
| 1.2 | 2 | 1.2% | |
| 1.27 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59.47 | 1 | 0.6% | |
| 51.7 | 1 | 0.6% | |
| 48.13 | 1 | 0.6% | |
| 41.07 | 1 | 0.6% | |
| 38.67 | 1 | 0.6% |
l_points6
Numeric
| Distinct count | 110 |
|---|---|
| Unique (%) | 68.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.191055901 |
|---|---|
| Minimum | 0 |
| Maximum | 49.93 |
| Zeros (%) | 24.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 6 |
| Q3 | 15.57 |
| 95-th percentile | 29.33 |
| Maximum | 49.93 |
| Range | 49.93 |
| Interquartile range | 14.57 |
Descriptive statistics
| Standard deviation | 9.528747683 |
|---|---|
| Coef of variation | 1.036741348 |
| Kurtosis | 1.69085075 |
| Mean | 9.191055901 |
| MAD | 7.730725049 |
| Skewness | 1.254943764 |
| Sum | 1479.76 |
| Variance | 90.7970324 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.2 7.854 22.035 49.93 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 39 | 24.2% | |
| 4.13 | 3 | 1.9% | |
| 1 | 3 | 1.9% | |
| 16.97 | 2 | 1.2% | |
| 1.33 | 2 | 1.2% | |
| 3.93 | 2 | 1.2% | |
| 13.2 | 2 | 1.2% | |
| 4.73 | 2 | 1.2% | |
| 10.2 | 2 | 1.2% | |
| 7.6 | 2 | 1.2% | |
| Other values (100) | 102 | 63.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 24.2% | |
| 0.4 | 1 | 0.6% | |
| 1 | 3 | 1.9% | |
| 1.2 | 1 | 0.6% | |
| 1.33 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49.93 | 1 | 0.6% | |
| 36.67 | 1 | 0.6% | |
| 36.3 | 1 | 0.6% | |
| 31.7 | 1 | 0.6% | |
| 30.67 | 1 | 0.6% |
l_points7
Numeric
| Distinct count | 113 |
|---|---|
| Unique (%) | 70.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.944482402 |
|---|---|
| Minimum | 0 |
| Maximum | 55.2 |
| Zeros (%) | 23.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.07 |
| Median | 6.73 |
| Q3 | 14.07 |
| 95-th percentile | 25.03 |
| Maximum | 55.2 |
| Range | 55.2 |
| Interquartile range | 13 |
Descriptive statistics
| Standard deviation | 9.441978024 |
|---|---|
| Coef of variation | 1.055620393 |
| Kurtosis | 3.259979036 |
| Mean | 8.944482402 |
| MAD | 7.304198912 |
| Skewness | 1.494871029 |
| Sum | 1440.061667 |
| Variance | 89.150949 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 16.98 24.88 55.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 6.53 | 3 | 1.9% | |
| 10.13 | 3 | 1.9% | |
| 1.4 | 3 | 1.9% | |
| 16.07 | 2 | 1.2% | |
| 11.4 | 2 | 1.2% | |
| 9.2 | 2 | 1.2% | |
| 0.2 | 2 | 1.2% | |
| 2.27 | 2 | 1.2% | |
| 1.47 | 2 | 1.2% | |
| Other values (103) | 103 | 64.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 37 | 23.0% | |
| 0.2 | 2 | 1.2% | |
| 1.033333333 | 1 | 0.6% | |
| 1.07 | 1 | 0.6% | |
| 1.2 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 55.2 | 1 | 0.6% | |
| 38.4 | 1 | 0.6% | |
| 33.97 | 1 | 0.6% | |
| 33.67 | 1 | 0.6% | |
| 31.07 | 1 | 0.6% |
l_points8
Numeric
| Distinct count | 114 |
|---|---|
| Unique (%) | 70.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.55829636 |
|---|---|
| Minimum | 0 |
| Maximum | 48.2 |
| Zeros (%) | 21.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.33 |
| Median | 8.5 |
| Q3 | 15.70571429 |
| 95-th percentile | 32.67 |
| Maximum | 48.2 |
| Range | 48.2 |
| Interquartile range | 13.37571429 |
Descriptive statistics
| Standard deviation | 10.37703785 |
|---|---|
| Coef of variation | 0.9828325982 |
| Kurtosis | 1.679734345 |
| Mean | 10.55829636 |
| MAD | 7.987657773 |
| Skewness | 1.295892234 |
| Sum | 1699.885714 |
| Variance | 107.6829145 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.4 23.095 48.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 34 | 21.1% | |
| 5.47 | 2 | 1.2% | |
| 9.53 | 2 | 1.2% | |
| 2.33 | 2 | 1.2% | |
| 22.6 | 2 | 1.2% | |
| 4.2 | 2 | 1.2% | |
| 21.87 | 2 | 1.2% | |
| 3.4 | 2 | 1.2% | |
| 9.6 | 2 | 1.2% | |
| 11.73 | 2 | 1.2% | |
| Other values (104) | 109 | 67.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 34 | 21.1% | |
| 0.8 | 1 | 0.6% | |
| 1.13 | 1 | 0.6% | |
| 1.27 | 1 | 0.6% | |
| 1.81 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48.2 | 1 | 0.6% | |
| 47.3 | 1 | 0.6% | |
| 41.87 | 1 | 0.6% | |
| 39.37 | 1 | 0.6% | |
| 36.67 | 1 | 0.6% |
l_points9
Numeric
| Distinct count | 120 |
|---|---|
| Unique (%) | 74.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.19698137 |
|---|---|
| Minimum | 0 |
| Maximum | 50.63 |
| Zeros (%) | 21.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.6 |
| Median | 9.33 |
| Q3 | 17.6 |
| 95-th percentile | 29.83 |
| Maximum | 50.63 |
| Range | 50.63 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 10.13311466 |
|---|---|
| Coef of variation | 0.9049862932 |
| Kurtosis | 0.7711681213 |
| Mean | 11.19698137 |
| MAD | 8.326246711 |
| Skewness | 0.8983278463 |
| Sum | 1802.714 |
| Variance | 102.6800127 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 22.85 33.585 50.63 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 34 | 21.1% | |
| 12.6 | 2 | 1.2% | |
| 12.73 | 2 | 1.2% | |
| 30.4 | 2 | 1.2% | |
| 22.27 | 2 | 1.2% | |
| 4 | 2 | 1.2% | |
| 6.13 | 2 | 1.2% | |
| 9.2 | 2 | 1.2% | |
| 1.4 | 2 | 1.2% | |
| 17.53 | 1 | 0.6% | |
| Other values (110) | 110 | 68.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 34 | 21.1% | |
| 0.2 | 1 | 0.6% | |
| 0.6 | 1 | 0.6% | |
| 1.33 | 1 | 0.6% | |
| 1.4 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.63 | 1 | 0.6% | |
| 44 | 1 | 0.6% | |
| 34.47 | 1 | 0.6% | |
| 32.7 | 1 | 0.6% | |
| 31.87 | 1 | 0.6% |
l_pointspg18
Numeric
| Distinct count | 107 |
|---|---|
| Unique (%) | 66.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.99158065 |
|---|---|
| Minimum | 1.81875 |
| Maximum | 27.958 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.81875 |
|---|---|
| 5-th percentile | 4.027 |
| Q1 | 10.54285714 |
| Median | 13.03982332 |
| Q3 | 14.345625 |
| 95-th percentile | 22.18916667 |
| Maximum | 27.958 |
| Range | 26.13925 |
| Interquartile range | 3.802767857 |
Descriptive statistics
| Standard deviation | 4.931965824 |
|---|---|
| Coef of variation | 0.3796278495 |
| Kurtosis | 0.7803012296 |
| Mean | 12.99158065 |
| MAD | 3.283610982 |
| Skewness | 0.2547575531 |
| Sum | 2091.644484 |
| Variance | 24.32428689 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1.81875 13.02885417 13.20959916 20.1915625 27.958 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 13.03982332 | 55 | 34.2% | |
| 14.62538462 | 1 | 0.6% | |
| 19.129375 | 1 | 0.6% | |
| 12.43583333 | 1 | 0.6% | |
| 16.96083333 | 1 | 0.6% | |
| 19.614375 | 1 | 0.6% | |
| 22.604375 | 1 | 0.6% | |
| 13.967 | 1 | 0.6% | |
| 19.57875 | 1 | 0.6% | |
| 7.329375 | 1 | 0.6% | |
| Other values (97) | 97 | 60.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.81875 | 1 | 0.6% | |
| 1.998125 | 1 | 0.6% | |
| 2.654375 | 1 | 0.6% | |
| 2.6875 | 1 | 0.6% | |
| 2.95 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27.958 | 1 | 0.6% | |
| 26.68 | 1 | 0.6% | |
| 24.89333333 | 1 | 0.6% | |
| 24.625 | 1 | 0.6% | |
| 24.41769231 | 1 | 0.6% |
l_pos
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| WR | |
|---|---|
| RB | |
| TE |
| Value | Count | Frequency (%) | |
| WR | 79 | 49.1% | |
| RB | 53 | 32.9% | |
| TE | 29 | 18.0% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_ppgcurrent
Numeric
| Distinct count | 160 |
|---|---|
| Unique (%) | 99.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.41133484 |
|---|---|
| Minimum | 0.66 |
| Maximum | 26.32666667 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.66 |
|---|---|
| 5-th percentile | 1.584444444 |
| Q1 | 5.347777778 |
| Median | 9.724444444 |
| Q3 | 14.05259259 |
| 95-th percentile | 22.69 |
| Maximum | 26.32666667 |
| Range | 25.66666667 |
| Interquartile range | 8.704814815 |
Descriptive statistics
| Standard deviation | 6.287850917 |
|---|---|
| Coef of variation | 0.6039428196 |
| Kurtosis | -0.3950900929 |
| Mean | 10.41133484 |
| MAD | 5.138574089 |
| Skewness | 0.5063661375 |
| Sum | 1676.224909 |
| Variance | 39.53706916 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0.66 15.58518519 26.32666667], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.584444444 | 2 | 1.2% | |
| 1.266666667 | 1 | 0.6% | |
| 20.89444444 | 1 | 0.6% | |
| 20.38555556 | 1 | 0.6% | |
| 6.975 | 1 | 0.6% | |
| 9.308888889 | 1 | 0.6% | |
| 13.47907407 | 1 | 0.6% | |
| 20.4125 | 1 | 0.6% | |
| 22.9 | 1 | 0.6% | |
| 8.023518519 | 1 | 0.6% | |
| Other values (150) | 150 | 93.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.66 | 1 | 0.6% | |
| 0.7666666667 | 1 | 0.6% | |
| 0.8037037037 | 1 | 0.6% | |
| 1.075925926 | 1 | 0.6% | |
| 1.163333333 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26.32666667 | 1 | 0.6% | |
| 25.9275 | 1 | 0.6% | |
| 25.19296296 | 1 | 0.6% | |
| 24.75518519 | 1 | 0.6% | |
| 23.93666667 | 1 | 0.6% |
l_ppr18
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | 40.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.76227225 |
|---|---|
| Minimum | 0 |
| Maximum | 78.44897959 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 4 |
| Median | 11.87789414 |
| Q3 | 11.87789414 |
| 95-th percentile | 36 |
| Maximum | 78.44897959 |
| Range | 78.44897959 |
| Interquartile range | 7.87789414 |
Descriptive statistics
| Standard deviation | 11.4223076 |
|---|---|
| Coef of variation | 0.9710970257 |
| Kurtosis | 8.966277278 |
| Mean | 11.76227225 |
| MAD | 6.797953114 |
| Skewness | 2.495974491 |
| Sum | 1893.725833 |
| Variance | 130.469111 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 4.29591837 11.81649809 12.08894707 19.53888889 41.12183673 78.44897959], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11.87789414 | 55 | 34.2% | |
| 4 | 7 | 4.3% | |
| 1 | 6 | 3.7% | |
| 9 | 5 | 3.1% | |
| 2.93877551 | 4 | 2.5% | |
| 7.8 | 3 | 1.9% | |
| 36 | 3 | 1.9% | |
| 8.163265306 | 3 | 1.9% | |
| 2.3 | 3 | 1.9% | |
| 14.87755102 | 2 | 1.2% | |
| Other values (55) | 70 | 43.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 1.2% | |
| 0.08163265306 | 1 | 0.6% | |
| 0.1111111111 | 1 | 0.6% | |
| 0.1836734694 | 2 | 1.2% | |
| 0.3 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 78.44897959 | 1 | 0.6% | |
| 53.77777778 | 1 | 0.6% | |
| 51.36111111 | 1 | 0.6% | |
| 49 | 1 | 0.6% | |
| 43.18367347 | 1 | 0.6% |
l_proj
Numeric
| Distinct count | 161 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 197.9192547 |
|---|---|
| Minimum | 1 |
| Maximum | 1137 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 90 |
| Median | 171 |
| Q3 | 280 |
| 95-th percentile | 418 |
| Maximum | 1137 |
| Range | 1136 |
| Interquartile range | 190 |
Descriptive statistics
| Standard deviation | 155.3069934 |
|---|---|
| Coef of variation | 0.7846987583 |
| Kurtosis | 8.450138538 |
| Mean | 197.9192547 |
| MAD | 114.2908067 |
| Skewness | 2.088275321 |
| Sum | 31865 |
| Variance | 24120.26219 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.000e+00 3.610e+02 4.650e+02 1.137e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 254 | 1 | 0.6% | |
| 117 | 1 | 0.6% | |
| 90 | 1 | 0.6% | |
| 89 | 1 | 0.6% | |
| 88 | 1 | 0.6% | |
| 87 | 1 | 0.6% | |
| 86 | 1 | 0.6% | |
| 85 | 1 | 0.6% | |
| 340 | 1 | 0.6% | |
| 339 | 1 | 0.6% | |
| Other values (151) | 151 | 93.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 7 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 13 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1137 | 1 | 0.6% | |
| 733 | 1 | 0.6% | |
| 661 | 1 | 0.6% | |
| 641 | 1 | 0.6% | |
| 612 | 1 | 0.6% |
l_rec1stpg18
Numeric
| Distinct count | 57 |
|---|---|
| Unique (%) | 35.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.557118893 |
|---|---|
| Minimum | 0 |
| Maximum | 6.333333333 |
| Zeros (%) | 5.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1428571429 |
| Q1 | 0.8571428571 |
| Median | 1.540232881 |
| Q3 | 1.666666667 |
| 95-th percentile | 3.571428571 |
| Maximum | 6.333333333 |
| Range | 6.333333333 |
| Interquartile range | 0.8095238095 |
Descriptive statistics
| Standard deviation | 1.073021522 |
|---|---|
| Coef of variation | 0.6891069952 |
| Kurtosis | 3.046745146 |
| Mean | 1.557118893 |
| MAD | 0.7040355769 |
| Skewness | 1.33965649 |
| Sum | 250.6961418 |
| Variance | 1.151375186 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0. 1.52011644 1.55583073 3.69047619 6.33333333], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.540232881 | 55 | 34.2% | |
| 1 | 8 | 5.0% | |
| 0 | 8 | 5.0% | |
| 1.142857143 | 4 | 2.5% | |
| 0.8 | 4 | 2.5% | |
| 0.5 | 3 | 1.9% | |
| 1.571428571 | 3 | 1.9% | |
| 0.1428571429 | 3 | 1.9% | |
| 1.5 | 3 | 1.9% | |
| 0.2857142857 | 3 | 1.9% | |
| Other values (47) | 67 | 41.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 5.0% | |
| 0.1428571429 | 3 | 1.9% | |
| 0.1666666667 | 1 | 0.6% | |
| 0.166666667 | 1 | 0.6% | |
| 0.2 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.333333333 | 1 | 0.6% | |
| 5.285714286 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 4.571428571 | 1 | 0.6% | |
| 4 | 1 | 0.6% |
l_receptspg18
Highly correlated
This variable is highly correlated with l_rec1stpg18 and should be ignored for analysis
| Correlation | 0.9021787518 |
|---|
l_rectdpg18
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 11.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2158248002 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 28.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.2103927702 |
| Q3 | 0.2103927702 |
| 95-th percentile | 0.6666666667 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.2103927702 |
Descriptive statistics
| Standard deviation | 0.2075305758 |
|---|---|
| Coef of variation | 0.9615696416 |
| Kurtosis | 2.475561652 |
| Mean | 0.2158248002 |
| MAD | 0.1384248257 |
| Skewness | 1.418138884 |
| Sum | 34.74779284 |
| Variance | 0.04306893989 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[0. 0.07142857 0.20519639 0.23019639 0.69047619 1. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.2103927702 | 55 | 34.2% | |
| 0 | 46 | 28.6% | |
| 0.2 | 7 | 4.3% | |
| 0.2857142857 | 7 | 4.3% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.4285714286 | 6 | 3.7% | |
| 0.5714285714 | 4 | 2.5% | |
| 0.6666666667 | 4 | 2.5% | |
| 0.3333333333 | 4 | 2.5% | |
| Other values (9) | 16 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 46 | 28.6% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.142857143 | 1 | 0.6% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.2 | 7 | 4.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 1.2% | |
| 0.8571428571 | 1 | 0.6% | |
| 0.8333333333 | 1 | 0.6% | |
| 0.7142857143 | 2 | 1.2% | |
| 0.6666666667 | 4 | 2.5% |
l_recydspg18
Highly correlated
This variable is highly correlated with l_rec1stpg18 and should be ignored for analysis
| Correlation | 0.951148691 |
|---|
l_rush1stpg18
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 18.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.651064029 |
|---|---|
| Minimum | 0 |
| Maximum | 5.166666667 |
| Zeros (%) | 37.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.5 |
| Q3 | 0.7081363481 |
| 95-th percentile | 3.166666667 |
| Maximum | 5.166666667 |
| Range | 5.166666667 |
| Interquartile range | 0.7081363481 |
Descriptive statistics
| Standard deviation | 1.01179173 |
|---|---|
| Coef of variation | 1.554058718 |
| Kurtosis | 7.815262831 |
| Mean | 0.651064029 |
| MAD | 0.5863186255 |
| Skewness | 2.751471224 |
| Sum | 104.8213087 |
| Variance | 1.023722506 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=29)
Histogram with variable size bins (bins=[0. 0.07142857 0.68740151 0.75406817 5.16666667], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 60 | 37.3% | |
| 0.7081363481 | 55 | 34.2% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.5 | 5 | 3.1% | |
| 0.4285714286 | 4 | 2.5% | |
| 0.1666666667 | 3 | 1.9% | |
| 0.4 | 3 | 1.9% | |
| 4 | 2 | 1.2% | |
| 0.6 | 2 | 1.2% | |
| 0.2857142857 | 2 | 1.2% | |
| Other values (19) | 19 | 11.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 60 | 37.3% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.1666666667 | 3 | 1.9% | |
| 0.25 | 1 | 0.6% | |
| 0.2857142857 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.166666667 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 4.666666667 | 1 | 0.6% | |
| 4.571428571 | 1 | 0.6% | |
| 4 | 2 | 1.2% |
l_rushtdpg18
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 9.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1007732589 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 50.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.1123501199 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.1123501199 |
Descriptive statistics
| Standard deviation | 0.1796136077 |
|---|---|
| Coef of variation | 1.782353866 |
| Kurtosis | 11.27148268 |
| Mean | 0.1007732589 |
| MAD | 0.1026510215 |
| Skewness | 3.195472081 |
| Sum | 16.22449469 |
| Variance | 0.03226104807 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[0. 0.05617506 0.12760363 0.18333333 1. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 82 | 50.9% | |
| 0.1123501199 | 55 | 34.2% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.3333333333 | 2 | 1.2% | |
| 0.2 | 2 | 1.2% | |
| 0.4 | 2 | 1.2% | |
| 0.1428571429 | 2 | 1.2% | |
| 0.5 | 2 | 1.2% | |
| 1 | 2 | 1.2% | |
| 0.8333333333 | 1 | 0.6% | |
| Other values (5) | 5 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 82 | 50.9% | |
| 0.1123501199 | 55 | 34.2% | |
| 0.1428571429 | 2 | 1.2% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.2 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 1.2% | |
| 0.8571428571 | 1 | 0.6% | |
| 0.8333333333 | 1 | 0.6% | |
| 0.7142857143 | 1 | 0.6% | |
| 0.6666666667 | 1 | 0.6% |
l_rushydpg18
Highly correlated
This variable is highly correlated with l_rush1stpg18 and should be ignored for analysis
| Correlation | 0.9712096427 |
|---|
l_team
Categorical
| Distinct count | 32 |
|---|---|
| Unique (%) | 19.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NE | 9 |
|---|---|
| Was | 7 |
| SF | 7 |
| Other values (29) |
| Value | Count | Frequency (%) | |
| NE | 9 | 5.6% | |
| Was | 7 | 4.3% | |
| SF | 7 | 4.3% | |
| TB | 7 | 4.3% | |
| Cin | 7 | 4.3% | |
| Ind | 7 | 4.3% | |
| Pit | 7 | 4.3% | |
| Bal | 7 | 4.3% | |
| Dal | 6 | 3.7% | |
| Phi | 6 | 3.7% | |
| Other values (22) | 91 | 56.5% |
| Max length | 3 |
|---|---|
| Mean length | 2.763975155 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_touchdown18
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 12.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1886896956 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 18.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02777777778 |
| Median | 0.1963331099 |
| Q3 | 0.1963331099 |
| 95-th percentile | 0.6944444444 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.1685553321 |
Descriptive statistics
| Standard deviation | 0.2179315993 |
|---|---|
| Coef of variation | 1.154973506 |
| Kurtosis | 5.609135004 |
| Mean | 0.1886896956 |
| MAD | 0.1339761595 |
| Skewness | 2.246183936 |
| Sum | 30.379041 |
| Variance | 0.04749418198 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[0. 0.01020408 0.02040816 0.03388889 0.19000329 0.22316655 1. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1963331099 | 55 | 34.2% | |
| 0 | 30 | 18.6% | |
| 0.02777777778 | 8 | 5.0% | |
| 0.08163265306 | 7 | 4.3% | |
| 1 | 6 | 3.7% | |
| 0.04 | 6 | 3.7% | |
| 0.1836734694 | 6 | 3.7% | |
| 0.02040816327 | 6 | 3.7% | |
| 0.4444444444 | 6 | 3.7% | |
| 0.1111111111 | 5 | 3.1% | |
| Other values (10) | 26 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 30 | 18.6% | |
| 0.020408163 | 1 | 0.6% | |
| 0.02040816327 | 6 | 3.7% | |
| 0.02777777778 | 8 | 5.0% | |
| 0.04 | 6 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 6 | 3.7% | |
| 0.7346938776 | 2 | 1.2% | |
| 0.6944444444 | 2 | 1.2% | |
| 0.5102040816 | 2 | 1.2% | |
| 0.4444444444 | 6 | 3.7% |
med_opp
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.254658385 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.566363237 |
|---|---|
| Coef of variation | 0.2504314609 |
| Kurtosis | -0.6102773753 |
| Mean | 6.254658385 |
| MAD | 1.269472628 |
| Skewness | -0.06515291794 |
| Sum | 1007 |
| Variance | 2.453493789 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=8)
Histogram with variable size bins (bins=[ 3. 5.5 6.5 8.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 48 | 29.8% | |
| 8 | 30 | 18.6% | |
| 7 | 25 | 15.5% | |
| 5 | 22 | 13.7% | |
| 4 | 19 | 11.8% | |
| 9 | 10 | 6.2% | |
| 3 | 6 | 3.7% | |
| 10 | 1 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 6 | 3.7% | |
| 4 | 19 | 11.8% | |
| 5 | 22 | 13.7% | |
| 6 | 48 | 29.8% | |
| 7 | 25 | 15.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.6% | |
| 9 | 10 | 6.2% | |
| 8 | 30 | 18.6% | |
| 7 | 25 | 15.5% | |
| 6 | 48 | 29.8% |
opp_1
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 63 | 39.1% | |
| 3 | 53 | 32.9% | |
| 1 | 45 | 28.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_10
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 50 | 31.1% | |
| 3 | 40 | 24.8% | |
| 1 | 36 | 22.4% | |
| 0 | 35 | 21.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_11
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 52 | 32.3% | |
| 1 | 48 | 29.8% | |
| 3 | 45 | 28.0% | |
| 0 | 16 | 9.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_12
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 56 | 34.8% | |
| 3 | 45 | 28.0% | |
| 1 | 45 | 28.0% | |
| 0 | 15 | 9.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_13
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 67 | 41.6% | |
| 1 | 56 | 34.8% | |
| 3 | 38 | 23.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
opp_14
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 57 | 35.4% | |
| 1 | 53 | 32.9% | |
| 3 | 51 | 31.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_15
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 65 | 40.4% | |
| 1 | 50 | 31.1% | |
| 3 | 46 | 28.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 71 | 44.1% | |
| 1 | 46 | 28.6% | |
| 3 | 44 | 27.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_17
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 68 | 42.2% | |
| 1 | 48 | 29.8% | |
| 3 | 45 | 28.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 68 | 42.2% | |
| 3 | 48 | 29.8% | |
| 1 | 45 | 28.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 62 | 38.5% | |
| 3 | 56 | 34.8% | |
| 1 | 43 | 26.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_4
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 64 | 39.8% | |
| 1 | 45 | 28.0% | |
| 3 | 42 | 26.1% | |
| 0 | 10 | 6.2% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_5
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 55 | 34.2% | |
| 1 | 49 | 30.4% | |
| 3 | 48 | 29.8% | |
| 0 | 9 | 5.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_6
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 58 | 36.0% | |
| 3 | 43 | 26.7% | |
| 1 | 41 | 25.5% | |
| 0 | 19 | 11.8% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_7
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 49 | 30.4% | |
| 2 | 47 | 29.2% | |
| 1 | 40 | 24.8% | |
| 0 | 25 | 15.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_8
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 57 | 35.4% | |
| 3 | 48 | 29.8% | |
| 1 | 43 | 26.7% | |
| 0 | 13 | 8.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_9
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 49 | 30.4% | |
| 2 | 47 | 29.2% | |
| 3 | 46 | 28.6% | |
| 0 | 19 | 11.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
First rows
| bad_opp | df_index | good_opp | l_name | l_passintpg18 | l_passtdpg18 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg18 | l_pos | l_ppgcurrent | l_ppr18 | l_proj | l_rec1stpg18 | l_receptspg18 | l_rectdpg18 | l_recydspg18 | l_rush1stpg18 | l_rushtdpg18 | l_rushydpg18 | l_team | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4 | 0 | 7 | Devin Singletary | 0.001028 | 0 | 0.015588 | 17.87 | 11.70 | 0.00 | 0.00 | 0.000 | 0.00 | 2.600000 | 17.90 | 25.50 | 13.039823 | RB | 13.960000 | 11.877894 | 202 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | Buf | 0.196333 | 5 | 3 | 3 | 3 | 2 | 2.0 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 0 | 3 | 1 | 3.0 |
| 1 | 3 | 1 | 6 | Noah Fant | 0.001028 | 0 | 0.015588 | 4.43 | 9.20 | 5.47 | 13.07 | 1.400 | 4.07 | 1.470000 | 8.73 | 21.67 | 13.039823 | TE | 13.037778 | 11.877894 | 248 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | Den | 0.196333 | 7 | 3 | 0 | 2 | 1 | 1.0 | 2 | 2 | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 2 | 3 | 2.0 |
| 2 | 3 | 2 | 6 | Tyler Lockett | 0.000000 | 0 | 0.000000 | 12.93 | 20.27 | 43.17 | 11.20 | 20.900 | 16.40 | 16.770000 | 19.77 | 50.63 | 19.614375 | WR | 23.560000 | 7.111111 | 23 | 0.500000 | 2.666667 | 0.000000 | 21.666667 | 0.166667 | 0.166667 | 0.166667 | Sea | 0.027778 | 7 | 1 | 1 | 0 | 2 | 3.0 | 2 | 2 | 3 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 3.0 |
| 3 | 2 | 3 | 6 | Mike Evans | 0.000000 | 0 | 0.000000 | 5.87 | 11.07 | 51.67 | 20.93 | 0.000 | 22.40 | 18.656667 | 48.20 | 44.00 | 20.162500 | WR | 24.755185 | 2.938776 | 21 | 1.000000 | 1.714286 | 0.142857 | 17.285714 | 0.000000 | 0.000000 | 0.000000 | TB | 0.020408 | 8 | 1 | 3 | 2 | 3 | 2.0 | 2 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 0 | 1 | 2.0 |
| 4 | 7 | 5 | 4 | Kenyan Drake | 0.000000 | 0 | 0.000000 | 5.20 | 9.83 | 11.07 | 12.33 | 0.000 | 15.50 | 8.570000 | 0.00 | 34.47 | 16.225000 | RB | 10.774444 | 43.183673 | 126 | 3.714286 | 6.571429 | 0.571429 | 75.142857 | 0.000000 | 0.000000 | 0.000000 | Mia | 0.326531 | 5 | 3 | 1 | 1 | 0 | 2.0 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1.0 |
| 5 | 6 | 6 | 4 | Preston Williams | 0.001028 | 0 | 0.015588 | 14.60 | 11.20 | 12.53 | 9.07 | 11.850 | 10.27 | 14.370000 | 13.30 | 32.70 | 13.039823 | WR | 14.432222 | 11.877894 | 356 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | Mia | 0.196333 | 6 | 2 | 2 | 1 | 2 | 2.0 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 0 | 2 | 1 | 3 | 3.0 |
| 6 | 5 | 7 | 6 | Zach Ertz | 0.000000 | 0 | 0.000000 | 11.60 | 16.80 | 11.27 | 16.33 | 18.800 | 7.60 | 6.530000 | 4.33 | 31.87 | 20.220625 | TE | 13.903333 | 6.612245 | 56 | 1.857143 | 2.571429 | 0.428571 | 30.571429 | 0.000000 | 0.000000 | 0.000000 | Phi | 0.183673 | 5 | 2 | 0 | 1 | 3 | 2.0 | 1 | 2 | 3 | 1 | 2 | 3 | 3 | 1 | 2 | 3 | 1 | 3.0 |
| 7 | 6 | 8 | 5 | Cody Latimer | 0.001028 | 0 | 0.015588 | 9.93 | 8.00 | 0.00 | 0.00 | 0.000 | 0.00 | 9.200000 | 7.97 | 30.63 | 13.039823 | WR | 7.303333 | 11.877894 | 273 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | NYG | 0.196333 | 5 | 1 | 3 | 0 | 1 | 1.0 | 2 | 2 | 2 | 2 | 1 | 3 | 2 | 3 | 1 | 3 | 3 | 1.0 |
| 8 | 7 | 9 | 6 | Marvin Jones Jr. | 0.000000 | 0 | 0.000000 | 11.13 | 9.87 | 25.73 | 11.13 | 14.465 | 4.13 | 55.200000 | 5.47 | 30.40 | 15.096667 | WR | 18.613889 | 9.000000 | 106 | 1.000000 | 3.000000 | 0.000000 | 20.000000 | 0.000000 | 0.000000 | 18.000000 | Det | 0.000000 | 3 | 3 | 1 | 1 | 2 | 1.0 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 0 | 1 | 3 | 3 | 3.0 |
| 9 | 5 | 10 | 5 | Mohamed Sanu | 0.000000 | 0 | 0.000000 | 10.80 | 7.07 | 17.20 | 18.27 | 18.900 | 5.93 | 1.200000 | 5.53 | 30.40 | 13.029375 | WR | 12.811111 | 2.300000 | 138 | 0.333333 | 1.500000 | 0.000000 | 11.000000 | 0.500000 | 0.166667 | 6.833333 | NE | 0.027778 | 6 | 3 | 0 | 2 | 1 | 3.0 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2.0 |
Last rows
| bad_opp | df_index | good_opp | l_name | l_passintpg18 | l_passtdpg18 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg18 | l_pos | l_ppgcurrent | l_ppr18 | l_proj | l_rec1stpg18 | l_receptspg18 | l_rectdpg18 | l_recydspg18 | l_rush1stpg18 | l_rushtdpg18 | l_rushydpg18 | l_team | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 151 | 6 | 194 | 4 | Giovani Bernard | 0.0 | 0 | 0.0 | 8.90 | 3.47 | 2.97 | 6.37 | 8.07 | 4.73 | 2.27 | 8.03 | 0.0 | 8.927500 | RB | 4.978889 | 18.777778 | 240 | 3.166667 | 4.333333 | 0.500000 | 42.166667 | 0.166667 | 0.166667 | 0.333333 | Cin | 0.444444 | 6 | 1 | 1 | 2 | 2 | 3.0 | 3 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 0.0 |
| 152 | 4 | 196 | 6 | Tre'Quan Smith | 0.0 | 0 | 0.0 | 13.73 | 9.27 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 7.964667 | WR | 2.875000 | 0.000000 | 171 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.142857 | 0.000000 | 4.000000 | NO | 0.000000 | 6 | 3 | 3 | 3 | 2 | 3.0 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 3 | 2 | 1 | 3 | 0.0 |
| 153 | 6 | 198 | 5 | C.J. Uzomah | 0.0 | 0 | 0.0 | 11.40 | 0.00 | 0.00 | 0.00 | 3.07 | 4.73 | 0.00 | 1.27 | 0.0 | 7.329375 | TE | 2.558750 | 16.000000 | 290 | 2.600000 | 4.000000 | 0.200000 | 50.400000 | 0.000000 | 0.000000 | 0.000000 | Cin | 0.040000 | 5 | 3 | 1 | 3 | 3 | 1.0 | 2 | 1 | 2 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 0.0 |
| 154 | 7 | 200 | 5 | Vernon Davis | 0.0 | 0 | 0.0 | 16.93 | 5.93 | 6.00 | 1.33 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 5.962143 | TE | 3.354444 | 7.800000 | 174 | 2.000000 | 2.800000 | 0.200000 | 43.400000 | 0.000000 | 0.000000 | 0.000000 | Was | 0.040000 | 4 | 2 | 0 | 1 | 3 | 1.0 | 3 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 1.0 |
| 155 | 9 | 201 | 3 | Nick Vannett | 0.0 | 0 | 0.0 | 3.07 | 2.87 | 1.60 | 4.87 | 0.00 | 1.33 | 2.29 | 3.00 | 0.0 | 5.862000 | TE | 2.114444 | 9.000000 | 326 | 2.600000 | 3.000000 | 0.200000 | 58.600000 | 0.000000 | 0.000000 | 0.000000 | Pit | 0.040000 | 4 | 1 | 2 | 2 | 1 | 2.0 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 0 | 2 | 3.0 |
| 156 | 4 | 202 | 4 | Tyler Ervin | 0.0 | 0 | 0.0 | 3.80 | 2.60 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 5.20 | 0.0 | 5.458889 | RB | 1.288889 | 8.163265 | 479 | 2.142857 | 2.857143 | 0.285714 | 55.571429 | 0.000000 | 0.000000 | 0.571429 | Jax | 0.081633 | 8 | 3 | 0 | 1 | 2 | 1.0 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 1 | 3 | 3 | 2.0 |
| 157 | 10 | 205 | 2 | Kenjon Barner | 0.0 | 0 | 0.0 | 9.00 | 1.20 | 6.77 | 0.00 | 0.00 | 4.10 | 6.50 | 3.10 | 0.0 | 4.022222 | RB | 3.833750 | 39.060000 | 418 | 3.500000 | 6.250000 | 0.250000 | 66.750000 | 0.500000 | 0.000000 | 10.500000 | Atl | 0.062500 | 4 | 1 | 1 | 3 | 1 | 1.0 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 0.0 |
| 158 | 6 | 206 | 4 | James O'Shaughnessy | 0.0 | 0 | 0.0 | 7.13 | 6.87 | 13.20 | 11.20 | 8.80 | 0.00 | 0.00 | 0.00 | 0.0 | 3.447857 | TE | 5.244444 | 2.000000 | 312 | 0.800000 | 1.400000 | 0.000000 | 19.200000 | 0.400000 | 0.200000 | 14.800000 | Jax | 0.040000 | 6 | 2 | 1 | 2 | 2 | 1.0 | 1 | 1 | 2 | 3 | 3 | 2 | 2 | 3 | 1 | 3 | 0 | 1.0 |
| 159 | 5 | 207 | 5 | Wayne Gallman Jr. | 0.0 | 0 | 0.0 | 13.30 | 0.00 | 2.30 | 30.97 | 2.40 | 0.00 | 0.00 | 2.33 | 0.0 | 3.435333 | RB | 5.700000 | 12.755102 | 348 | 1.571429 | 3.571429 | 0.428571 | 36.285714 | 0.000000 | 0.000000 | 0.000000 | NYG | 0.183673 | 6 | 2 | 3 | 0 | 2 | 3.0 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 3 | 2.0 |
| 160 | 5 | 208 | 2 | Anthony Sherman | 0.0 | 0 | 0.0 | 3.00 | 0.00 | 0.00 | 0.00 | 1.20 | 0.00 | 2.70 | 0.00 | 0.0 | 1.818750 | RB | 0.766667 | 8.163265 | 451 | 1.857143 | 2.857143 | 0.285714 | 48.142857 | 0.000000 | 0.000000 | 0.285714 | KC | 0.081633 | 9 | 1 | 2 | 2 | 0 | 2.0 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 3 | 1.0 |